Yu-Xuan Qiu
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NLP×1
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2026
Not All Flips Are Conformity: Decomposing Stance Convergence in Multi-Agent LLM Debate
The paper decomposes LLM debate convergence into three mechanisms (instability, conformity, persuasion) and finds that much observed convergence is harmful social compliance rather than genuine reasoning.
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cs.CLRecentMay 30, 2026
Not All Flips Are Conformity: Decomposing Stance Convergence in Multi-Agent LLM Debate
Xiqi Hao, Zengqing Wu, Yu-Xuan Qiu, Chuan Xiao +3 more
The paper decomposes LLM debate convergence into three mechanisms (instability, conformity, persuasion) and finds that much observed convergence is harmful social compliance rather than genuine reason…
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